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1.
Small ; : e2402676, 2024 Jun 07.
Article in English | MEDLINE | ID: mdl-38847072

ABSTRACT

Fluorescent lateral flow immunoassays (FLFIA) is a well-established rapid detection technique for quantitative analysis. However, achieving accurate analysis of biomarkers at the pg mL-1 level using FLFIA still poses challenges. Herein, an ultrasensitive FLFIA platform is reported utilizing a kiwi-type magneto-fluorescent silica nanohybrid (designated as MFS) that serves as both a target-enrichment substrate and an optical signal enhancement label. The spatially-layered architecture comprises a Fe3O4 core, an endocarp-fibers like dendritic mesoporous silica, seed-like quantum dots, and a kiwi-flesh like silica matrix. The MFS demonstrates heightened fluorescence brightness, swift magnetic response, excellent size uniformity, and dispersibility in water. Through liquid-phase capturing and fluorescence-enhanced signal amplification, as well as magnetic-enrichment sample amplification and magnetic-separation noise reduction, the MFS-based FLFIA is successfully applied to the detection of cardiac troponin I that achieved a limit of detection at 8.4 pg mL-1, tens of times lower than those of previously published fluorescent and colorimetric lateral flow immunoassays. This work offers insights into the strategic design of magneto-fluorescent synergetic signal amplification on LFIA platform and underscores their prospects in high-sensitive rapid and on-site diagnosis of biomarkers.

2.
Mol Pharm ; 21(8): 3936-3950, 2024 Aug 05.
Article in English | MEDLINE | ID: mdl-39017595

ABSTRACT

Micro- and nanoparticles delivery systems have been widely studied as vaccine adjuvants to enhance immunogenicity and sustain long-term immune responses. Polygonatum sibiricum polysaccharide (PSP) has been widely studied as an immunoregulator in improving immune responses. In this study, we synthesized and characterized cationic modified calcium carbonate (CaCO3) microparticles loaded with PSP (PEI-PSP-CaCO3, CTAB-PSP-CaCO3), studied the immune responses elicited by PEI-PSP-CaCO3 and CTAB-PSP-CaCO3 carrying ovalbumin (OVA). Our results demonstrated that PEI-PSP-CaCO3 significantly enhanced the secretion of IgG and cytokines (IL-4, IL-6, IFN-γ, and TNF-α) in vaccinated mice. Additionally, PEI-PSP-CaCO3 induced the activation of dendritic cells (DCs), T cells, and germinal center (GC) B cells in draining lymph nodes (dLNs). It also enhanced lymphocyte proliferation, increased the ratio of CD4+/CD8+ T cells, and elevated the frequency of CD3+ CD69+ T cells in spleen lymphocytes. Therefore, PEI-PSP-CaCO3 microparticles induced a stronger cellular and humoral immune response and could be potentially useful as a vaccine delivery and adjuvant system.


Subject(s)
Calcium Carbonate , Dendritic Cells , Polygonatum , Polysaccharides , Animals , Mice , Calcium Carbonate/chemistry , Polygonatum/chemistry , Polysaccharides/chemistry , Dendritic Cells/immunology , Dendritic Cells/drug effects , Female , Adjuvants, Vaccine/chemistry , Ovalbumin/immunology , Ovalbumin/administration & dosage , Cytokines/metabolism , Mice, Inbred BALB C , Adjuvants, Immunologic/chemistry , Adjuvants, Immunologic/pharmacology , Adjuvants, Immunologic/administration & dosage , Immunoglobulin G/immunology , Immunoglobulin G/blood , Nanoparticles/chemistry
3.
Org Biomol Chem ; 22(35): 7231-7239, 2024 09 11.
Article in English | MEDLINE | ID: mdl-39163382

ABSTRACT

We designed 6-dimethylamino 3-methyleneisoindolin-1-one as an environment-sensitive fluorophore, examining its applications for protein labeling. Synthesized 3-methyleneisoindolin-1-one exhibits solvatochromic fluorescence (λemmax; 472 nm in 2-PrOH, 512 nm in H2O). A positive linear dependence between λemmax and solvent dielectric constant (DC), as well as between Stokes shift and DC, and a negative correlation between fluorescence quantum yield and DC are observed in protic solvents. These properties are similar to those of the oxygen isosteric fluorophore, 4-dimethylaminophthalimide, a slovatochromic fluorophore utilized for labeling oligodeoxynucleotides (ODNs) and peptides. Notably, fluorescence intensity of 3-methyleneisoindolin-1-one is higher than the phthalimide in protic solvents used in this study. The 3-methyleneisoindolin-1-one demonstrated the higher stability in pH 8 solution than in pH 6 solution in contrast to the stability profile of the phthalimide, which was stable at pH 6 but was hydrolyzed at pH 8. We also synthesized an o-keto benzaldehyde derivative that converts a primary amine to 6-dimethylamino 3-methyleneisoindolin-1-one under biocompatible conditions and introduced it into ODNs for turn-on fluorescent protein labeling. The synthesized ODN with a protein-binding sequence of Escherichia coli DnaA was employed to modify the DNA-binding domain of DnaA, and the fluorescent properties of the modified protein were investigated.


Subject(s)
Fluorescent Dyes , Isoindoles , Fluorescent Dyes/chemistry , Fluorescent Dyes/chemical synthesis , Isoindoles/chemistry , Isoindoles/chemical synthesis , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/metabolism , DNA/chemistry , Drug Design , Molecular Structure , Hydrogen-Ion Concentration
4.
Biotechnol Lett ; 45(4): 439-448, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36879168

ABSTRACT

OBJECTIVE: Thrombopoietin mimetic peptide (TMP), an analog of natural thrombopoietin, can be used to treat primary immune thrombocytopenia. However, the short half-life of TMP limits its application in clinics. The present study aimed to improve the stability and biological activity of TMP in vivo via genetic fusion to the albumin-binding protein domain (ABD). RESULTS: TMP dimer was genetically fused to the N-terminal or C-terminal of ABD, denoted as TMP-TMP-ABD and ABD-TMP-TMP. A Trx-tag was used to improve the fusion proteins' expression levels effectively. ABD-fusion TMP proteins were produced in Escherichia coli and purified by Ni2+-NTA and SP ion exchange column. Albumin binding studies in vitro showed that the fusion proteins could effectively bind to serum albumin to extend their half-lives. The fusion proteins effectively induced platelet proliferation in healthy mice, and the platelet count was increased by more than 2.3-fold compared with the control group. The increased platelet count induced by the fusion proteins lasted 12 days compared with the control group. The increasing trend was maintained for 6 days before a decline occurred after the last injection in the fusion-protein-treated mice group. CONCLUSIONS: ABD can effectively improve the stability and pharmacological activity of TMP by binding to serum albumin, and the ABD-fusion TMP protein can promote platelet formation in vivo.


Subject(s)
Peptides , Serum Albumin , Mice , Animals , Peptides/metabolism , Serum Albumin/genetics , Serum Albumin/chemistry , Serum Albumin/metabolism , Half-Life , Escherichia coli/genetics , Escherichia coli/metabolism , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/pharmacology
5.
Liver Int ; 41(4): 720-730, 2021 04.
Article in English | MEDLINE | ID: mdl-33351265

ABSTRACT

BACKGROUND & AIMS: The outbreak of coronavirus disease 2019 (COVID-19) has been declared a pandemic. Although COVID-19 is caused by infection in the respiratory tract, extrapulmonary manifestations including dysregulation of the immune system and hepatic injury have been observed. Given the high prevalence of hepatitis B virus (HBV) infection in China, we sought to study the impact of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and HBV coinfection in patients. METHODS: Blood samples of 50 SARS-CoV-2 and HBV coinfected patients, 56 SARS-CoV-2 mono-infected patients, 57 HBeAg-negative chronic HBV patient controls and 57 healthy controls admitted to Renmin Hospital of Wuhan University were collected in this study. Complete blood count and serum biochemistry panels including markers indicative of liver functions were performed. Cytokines including IFN-γ, TNF-α, IL-2, IL-4, IL-6 and IL-10 were evaluated. T cell, B cell and NK cell counts were measured using flow cytometry. RESULTS: SARS-CoV-2 and HBV coinfection did not significantly affect the outcome of the COVID-19. However, at the onset of COVID-19, SARS-CoV-2 and HBV coinfected patients showed more severe monocytopenia and thrombocytopenia as well as more disturbed hepatic function in albumin production and lipid metabolism. Most of the disarrangement could be reversed after recovery from COVID-19. CONCLUSIONS: While chronic HBV infection did not predispose COVID-19 patients to more severe outcomes, our data suggest SARS-CoV-2 and HBV coinfection poses a higher extent of dysregulation of host functions at the onset of COVID-19. Thus, caution needs to be taken with the management of SARS-CoV-2 and HBV coinfected patients.


Subject(s)
COVID-19/complications , Hepatitis B, Chronic/complications , Adult , COVID-19/blood , COVID-19/immunology , Coinfection , Erythrocyte Count , Female , Hepatitis B, Chronic/blood , Hepatitis B, Chronic/immunology , Humans , Liver Function Tests , Male , Platelet Count , Retrospective Studies , SARS-CoV-2/immunology , Young Adult
6.
Infection ; 49(1): 57-61, 2021 Feb.
Article in English | MEDLINE | ID: mdl-32725596

ABSTRACT

BACKGROUND: The viral persistence in patients with Coronavirus Disease 2019 (COVID-19) remains to be investigated. METHODS: We investigated the viral loads, therapies, clinical features, and immune responses in a 70-year patient tested positive for SARS-CoV-2 for 3 months. FINDINGS: The patient exhibited the highest prevalence of abnormal indices of clinical features and immune responses at the first admission, including fever (38.3 â„ƒ), decreased lymphocytes (0.83 × 109/L) and serum potassium (3.1 mmol/L), as well as elevated serum creatinine (115 µmol/L), urea (8.6 mmol/L), and C-reactive protein (80 mg/L). By contrast, at the second and the third admission, these indices were all normal. Through three admissions, IL-2 increased from 0.14 pg/mL, 0.69 pg/mL, to 0.91 pg/mL, while IL-6 decreased from 11.78 pg/mL, 1.52 pg/mL, to 0.69 pg/mL, so did IL-10 from 5.13 pg/mL, 1.85 pg/mL, to 1.75 pg/mL. The steady declining trend was also found in TNF-α (1.49, 1.15, and 0.85 pg/mL) and IFN-γ (0.64, 0.42, and 0.27 pg/mL). The threshold cycle values of RT-PCR were 26.1, 30.5, and 23.5 for ORFlab gene, and 26.2, 30.6, and 22.7 for N gene, showing the patient had higher viral loads at the first and the third admission than during the middle term of the disease. The patient also showed substantially improved acute exudative lesions on the chest CT scanning images. CONCLUSIONS: The patient displayed declining immune responses in spite of the viral shedding for 3 months. We inferred the declining immune responses might result from the segregation of the virus from the immune system.


Subject(s)
COVID-19/immunology , Fever/immunology , Lymphopenia/immunology , SARS-CoV-2/pathogenicity , Virus Shedding/immunology , Aged , Antiviral Agents/therapeutic use , Biomarkers/blood , C-Reactive Protein/immunology , C-Reactive Protein/metabolism , COVID-19/diagnostic imaging , COVID-19/pathology , COVID-19/virology , COVID-19 Testing/methods , Creatinine/blood , Creatinine/immunology , Fever/diagnostic imaging , Fever/pathology , Fever/virology , Hospitalization , Humans , Immunity , Interferon-gamma/blood , Interferon-gamma/immunology , Interleukin-10/blood , Interleukin-10/immunology , Interleukin-2/blood , Interleukin-2/immunology , Interleukin-6/blood , Interleukin-6/immunology , Lymphopenia/diagnostic imaging , Lymphopenia/pathology , Lymphopenia/virology , Male , Recurrence , Reverse Transcriptase Polymerase Chain Reaction , SARS-CoV-2/genetics , SARS-CoV-2/immunology , Tomography, X-Ray Computed , Tumor Necrosis Factor-alpha/blood , Tumor Necrosis Factor-alpha/immunology , Viral Load/drug effects
7.
J Clin Lab Anal ; 35(8): e23911, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34260764

ABSTRACT

BACKGROUND: Dyslipidemia has been observed in patients with coronavirus disease 2019 (COVID-19). This study aimed to investigate blood lipid profiles in patients with COVID-19 and to explore their predictive values for COVID-19 severity. METHODS: A total of 142 consecutive patients with COVID-19 were included in this single-center retrospective study. Blood lipid profile characteristics were investigated in patients with COVID-19 in comparison with 77 age- and gender-matched healthy subjects, their predictive values for COVID-19 severity were analyzed by using multivariable logistic regression analysis, and their prediction efficiencies were evaluated by using receiver operator characteristic (ROC) curves. RESULTS: There were 125 and 17 cases in the non-severe and severe groups, respectively. Total cholesterol (TC), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), and apolipoprotein A1 (ApoA1) gradually decreased across the groups in the following order: healthy controls, non-severe group, and severe group. ApoA1 was identified as an independent risk factor for COVID-19 severity (adjusted odds ratio [OR]: 0.865, 95% confidence interval [CI]: 0.800-0.935, p < 0.001), along with interleukin-6 (IL-6) (adjusted OR: 1.097, 95% CI: 1.034-1.165, p = 0.002). ApoA1 exhibited the highest area under the ROC curve (AUC) among all single markers (AUC: 0.896, 95% CI: 0.834-0.941); moreover, the risk model established using ApoA1 and IL-6 enhanced prediction efficiency (AUC: 0.977, 95% CI: 0.932-0.995). CONCLUSION: Blood lipid profiles in patients with COVID-19 are quite abnormal compared with those in healthy subjects, especially in severe cases. Serum ApoA1 may represent a good indicator for predicting the severity of COVID-19.


Subject(s)
Apolipoprotein A-I/blood , COVID-19/etiology , Adult , Aged , Area Under Curve , Biomarkers/blood , COVID-19/blood , COVID-19/epidemiology , Case-Control Studies , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Comorbidity , Female , Humans , Lipids/blood , Male , Middle Aged , Retrospective Studies , Risk Factors , Severity of Illness Index
8.
BMC Infect Dis ; 20(1): 883, 2020 Nov 25.
Article in English | MEDLINE | ID: mdl-33238910

ABSTRACT

BACKGROUND: To explore the clinical significance of serum angiotensin-converting enzyme (ACE) activity in coronavirus disease 2019 (COVID-19). METHODS: In this retrospective study, a total of 136 consecutive patients with confirmed COVID-19 were recruited. Demographic and clinical data were recorded. The serum ACE activity was measured at baseline and during the recovery phase, and its relationship with clinical condition was analyzed. RESULTS: Of the 136 patients with confirmed COVID-19, the 16 severe patients were older and had a higher body mass index (BMI) and proportion of hypertension than the 120 nonsevere patients. In comparison to those of normal controls, the baseline serum ACE activities of subjects in the severe group and nonsevere group were decreased, with the lowest level in the severe group. However, the serum ACE activity increased in the recovery phase, and there were no significant differences among the severe group, nonsevere group and normal control group. CONCLUSION: Serum ACE activity could be used as a marker to reflect the clinical condition of COVID-19 since low activity was associated with the severity of COVID-19 at baseline, and the activity increased with the remission of the disease.


Subject(s)
COVID-19/enzymology , Disease Progression , Peptidyl-Dipeptidase A/blood , SARS-CoV-2/genetics , Severity of Illness Index , Adult , Age Factors , Aged , Biomarkers/blood , Body Mass Index , COVID-19/virology , Enzyme Activation , Female , Humans , Hypertension , Male , Middle Aged , Retrospective Studies
9.
Cell Biochem Funct ; 37(5): 348-358, 2019 Jul.
Article in English | MEDLINE | ID: mdl-31066476

ABSTRACT

Pneumonia is an inflammatory disease that occurs in the lungs associated with pathogens or other factors. It has been well established that long noncoding RNA X inactivate-specific transcript (XIST) is involved in several cancers. The present study focused on the effect and detailed mechanism of XIST in lipopolysaccharide (LPS)-induced injury in pneumonia. Here, XIST was silenced by transfection with XIST-targeted siRNA, and then, mRNA expression, cell viability, apoptosis, and protein expression were, respectively, assessed by qRT-PCR, CCK-8, flow cytometry, and Western blotting. Luciferase reporter, RIP, and RNA pull-down assays were used to detect the combination of miR-370-3p and XIST. Besides, the tested proinflammatory factors were analysed by qRT-PCR and Western blot, and their productions were quantified by ELISA. The results showed that XIST expression was robustly increased in serum of patients with acute-stage pneumonia and LPS-induced WI-38 human lung fibroblasts cells. Functional analyses demonstrated that knockdown of XIST remarkably alleviated LPS-induced cell injury through increasing cell viability and inhibiting apoptosis and inflammatory cytokine levels. Mechanistically, XIST functioned as a competitive endogenous RNA (ceRNA) by effectively binding to miR-370-3p and then restoring TLR4 expression. More importantly, miR-370-3p inhibitor abolished the function of XIST knockdown on cell injury and JAK/STAT and NF-κB pathways. Taken together, XIST may be involved in progression of cell inflammatory response, and XIST/miR-370-3p/TLR4 axis thus may shed light on the development of novel therapeutics to the treatment of acute stage of pneumonia. SIGNIFICANCE OF THE STUDY: Our study demonstrated that XIST was highly expressed in patients with acute stage of pneumonia. Knockdown of XIST remarkably alleviated LPS-induced cell injury through increasing cell viability and inhibiting apoptosis and inflammatory cytokine levels through regulating JAK/STAT and NF-κB pathways.


Subject(s)
Apoptosis/drug effects , Inflammation/drug therapy , Lipopolysaccharides/pharmacology , MicroRNAs/antagonists & inhibitors , Pneumonia/drug therapy , RNA, Long Noncoding/genetics , RNA, Small Interfering/pharmacology , Toll-Like Receptor 4/antagonists & inhibitors , Acute Disease , Adult , Cells, Cultured , Female , Humans , Inflammation/chemically induced , Inflammation/metabolism , Lipopolysaccharides/antagonists & inhibitors , Male , MicroRNAs/analysis , MicroRNAs/metabolism , NF-kappa B/metabolism , Pneumonia/diagnosis , Pneumonia/metabolism , RNA, Long Noncoding/biosynthesis , Signal Transduction/drug effects , Toll-Like Receptor 4/analysis , Toll-Like Receptor 4/metabolism
10.
Anal Bioanal Chem ; 410(29): 7749-7764, 2018 Nov.
Article in English | MEDLINE | ID: mdl-30280226

ABSTRACT

In this paper, a high-affinity graphene oxide-encapsulated magnetic Zr-MOF (GO-Mag@Zr-MOF) was synthesized and characterized by SEM, TEM, and XPS for its morphology, structure, and components. Subsequently, the as-prepared GO-Mag@Zr-MOF was, for the first time, employed as magnetic solid-phase extraction (MSPE) adsorbent for pretreatment and determination of photodynamic therapy (PDT) with the photosensitizers hematoporphyrin (Hp) and hematoporphyrin monomethyl ether (HMME) in human urine samples coupled with ultra-performance liquid chromatography-high resolution mass spectrometry (UPLC-HRMS). The synthesized GO-Mag@Zr-MOF revealed excellent adsorption efficiency for Hp and HMME in urine samples. Under optimal conditions, the spiked recoveries of the developed method were in the range of 89.5-105.6% with RSDs less than 10%. The limits of detection (LODs) were found to be 0.036 and 0.042 µg/L for Hp and HMME, respectively, while limits of quantitation (LOQs) were 0.12 and 0.14 µg/L. The proposed method was found to be rapid, effective, sensitive, and accurate for clinical analysis. Moreover, this paper, for the first time, carefully expounded the mass spectrum cracking mechanisms of Hp and HMME. Graphical abstract ᅟ.


Subject(s)
Graphite/chemistry , Hematoporphyrins/urine , Magnetics , Photosensitizing Agents/chemistry , Chromatography, High Pressure Liquid/methods , Humans , Time Factors
11.
Immunol Cell Biol ; 94(4): 388-99, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26639061

ABSTRACT

The adaptive immune response against hepatocellular carcinoma (HCC) could be a therapeutic target to restrain HCC initiation and growth. The interactions between hepatoma cells and immune cells modify the anti-tumor immunity to influence hepatoma cell survival. To explore the potential interplay between hepatoma cells and anti-HCC T-cells, we conducted a HCC induction mouse model to analyze the phenotypic and functional alterations of T-cell subsets. We found that both hepatoma tissues and hepatoma cell lines substantially produced higher leptin, which is an adipokine usually expressed in fat tissue, than normal liver tissue or hepatocytes. We also found that regulatory T-cells (Tregs), effector CD4(+) T-cells and CD8(+) T-cells upregulated expression of leptin receptor (LEPR) in spleens and livers after HCC induction. In vitro study showed that macrophages and dendritic cells isolated from HCC livers upregulated LEPR expression on T-cells. Leptin inhibited Treg activation and function in vitro, demonstrated by lower expression of TGF-ß, IL-10, CTLA4 and GITR in Tregs, as wells weaker suppression of CD8(+) T-cell proliferation and production of cytotoxic mediators. In addition, silencing LEPR in Tregs favored tumor growth in a hepatoma cell line allograft model. Taken together, our study suggests that hepatoma cells could enhance anti-HCC immunity through secreting leptin to down-regulate Treg activity and subsequently promote CD8(+) T-cell response.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Carcinoma, Hepatocellular/immunology , Leptin/metabolism , Liver Neoplasms/immunology , Receptors, Leptin/metabolism , T-Lymphocytes, Regulatory/immunology , Adaptive Immunity , Animals , Cell Line, Tumor , Cytotoxicity, Immunologic , Female , Gene Expression Regulation, Neoplastic , Humans , Immunosuppression Therapy , Leptin/genetics , Lymphocyte Activation , Mice , Mice, Inbred C57BL , RNA, Small Interfering/genetics , Receptors, Leptin/genetics
12.
Lipids Health Dis ; 15(1): 178, 2016 Oct 10.
Article in English | MEDLINE | ID: mdl-27724895

ABSTRACT

BACKGROUND: Hepatitis B virus (HBV) infection causes lipid metabolism disorders. Apolipoprotein A5 (ApoA5) is a new apolipoprotein family member that plays an important role in the regulation of lipid metabolism. The present study was to investigate the impact of HBV on ApoA5 expression and its regulatory mechanism. METHODS: Reverse transcription polymerase chain reaction (RT-PCR) and western blotting were used to measure ApoA5 mRNA and protein expression in HepG2 and HepG2.2.15 cells. Enzyme-linked immunosorbent assay (ELISA) was used to measure the serum ApoA5 levels in healthy individuals and HBV patients. HBV infectious clone pHBV1.3 or individual plasmids expressing the HBV genome was cotransfected with the ApoA5 promoter pGL3-Apo5-LUC plasmid into HepG2 cells to assess the luciferase activity. RT-PCR and western blotting methods were used to detect Apo5 mRNA and protein expression, respectively. RESULTS: The ApoA5 mRNA and protein expression levels were decreased in HepG2.2.15 cells compared with the control HepG2 cells. The serum ApoA5 levels were 196.4 ± 28.7 µg/L in the healthy individuals and 104.5 ± 18.3 µg/L in the HBV patients, statistical analysis showed that the ApoA5 levels were significantly lower in HBV patients than in the healthy individuals (P < 0.05). pHBV1.3 and its core gene inhibited ApoA5 promoter activity and mRNA and protein expression in HepG2 cells. CONCLUSION: HBV inhibits ApoA5 expression at both the transcriptional and translational levels through its core gene.


Subject(s)
Apolipoprotein A-V/biosynthesis , Hepatitis B virus/genetics , Lipid Metabolism Disorders/genetics , Aged , Apolipoprotein A-V/genetics , Enzyme-Linked Immunosorbent Assay , Female , Gene Expression Regulation , Hep G2 Cells , Hepatitis B virus/pathogenicity , Humans , Lipid Metabolism/genetics , Lipid Metabolism Disorders/pathology , Lipid Metabolism Disorders/virology , Male , Middle Aged , Promoter Regions, Genetic , RNA, Messenger/biosynthesis , Transfection
13.
Br J Hosp Med (Lond) ; 85(8): 1-15, 2024 Aug 30.
Article in English | MEDLINE | ID: mdl-39212565

ABSTRACT

Aims/Background: The coronavirus disease 2019 (COVID-19) pandemic has highlighted the need for accurate and efficient diagnostic methods. This study aims to improve COVID-19 detection by integrating chest X-ray (CXR) and computerized tomography (CT) images using deep learning techniques, further improving diagnostic accuracy by using a combined imaging approach. Methods: The study used two publicly accessible databases, COVID-19 Questionnaires for Understanding the Exposure (COVID-QU-Ex) and Integrated Clinical and Translational Cancer Foundation (iCTCF), containing CXR and CT images, respectively. The proposed system employed convolutional neural networks (CNNs) for classification, specifically EfficientNet and ResNet architectures. The data underwent preprocessing steps, including image resizing, Gaussian noise addition, and data augmentation. The dataset was divided into training, validation, and test sets. Gradient-weighted Class Activation Mapping (Grad-CAM) was used for model interpretability. Results: The EfficientNet-based models outperformed the ResNet-based models across all metrics. The highest accuracy achieved was 99.44% for CXR images and 99.81% for CT images with EfficientNetB5. The models also demonstrated high precision, recall, and F1 scores. For statistical significance, the p-values were less than 0.05, indicating that the results are significant. Conclusion: Integrating CXR and CT images using deep learning significantly improves the accuracy of COVID-19 diagnosis. The EfficientNet-based models, with their superior feature extraction capabilities, show better performance than ResNet models. Grad-CAM Visualizations provide insights into the model's decision-making process, potentially reducing diagnostic errors and accelerating diagnosis processes. This approach can improve patient care and support healthcare systems in managing the pandemic more effectively.


Subject(s)
COVID-19 , Deep Learning , Radiography, Thoracic , SARS-CoV-2 , Tomography, X-Ray Computed , Humans , COVID-19/diagnostic imaging , Tomography, X-Ray Computed/methods , Radiography, Thoracic/methods , Neural Networks, Computer
14.
J Chromatogr A ; 1725: 464957, 2024 Jun 21.
Article in English | MEDLINE | ID: mdl-38703458

ABSTRACT

This study focuses on the purification and detection of glufosinate (GLUF) and its metabolites N-acetyl GLUF and MPP in plasma samples. A Dikma Polyamino HILIC column was used for the effective retention and separation of GLUF and its metabolites, and the innovative addition of a low concentration of ammonium fluoride solution to the mobile phase effectively improved the detection sensitivity of the target analytes. Monodisperse core-shell weak cation exchange (WCX)/C18 bifunctional magnetic polymer composites (Fe3O4@WCX/C18) were prepared in a controllable manner, and their morphology and composition were fully characterized. The Fe3O4@WCX/C18 microspheres were used as a magnetic solid-phase extraction (MSPE) adsorbent for the sample purification and detection of GLUF and its metabolites in plasma samples combined with liquid chromatography-tandem mass spectrometry (LC-MS/MS). The purification conditions of Fe3O4@WCX/C18 microspheres for GLUF and its metabolites in spiked plasma samples were optimized to achieve the best MSPE efficiency. The purification mechanisms of the target analytes in plasma samples include electrostatic attraction and hydrophobic interactions. Furthermore, the effect of the molar ratio of the two functional monomers 4-VBA and 1-octadecene in the adsorbent was optimized and it shows that the bifunctional components WCX/C18 have a synergistic effect on the determination of GLUF and its metabolites in plasma samples. In addition, the present study compared the purification performance of the Fe3O4@WCX/C18 microsphere-based MSPE method with that of the commercial Oasis WCX SPE method, and the results showed that the Fe3O4@WCX/C18 microsphere-based MSPE method established in this work had a stronger ability to remove matrix interferences. Under optimal purification conditions, the recoveries of GLUF and its metabolites in plasma were 87.6-111 % with relative standard deviations (RSDs) ranging from 0.2 % to 4.8 %. The limits of detection (LODs, S/N≥3) and limits of quantification (LOQs, S/N≥10) were 0.10-0.18 µg/L and 0.30-0.54 µg/L, respectively. The MSPE-LC-MS/MS method developed in this study is fast, simple, accurate and sensitive and can be used to confirm GLUF intoxication based not only on the detection of the GLUF prototype but also on the detection of its two metabolites.


Subject(s)
Aminobutyrates , Solid Phase Extraction , Tandem Mass Spectrometry , Solid Phase Extraction/methods , Tandem Mass Spectrometry/methods , Aminobutyrates/blood , Aminobutyrates/chemistry , Chromatography, Liquid/methods , Limit of Detection , Polymers/chemistry , Animals , Microspheres , Adsorption , Rats , Chromatography, Ion Exchange/methods
15.
Cancer Gene Ther ; 31(2): 228-236, 2024 02.
Article in English | MEDLINE | ID: mdl-38030810

ABSTRACT

Liver cancer stem cells (LCSCs) contribute to tumor recurrence and cancer cell proliferation in patients with hepatocellular carcinoma (HCC). METTL3-catalyzed m6A modification is relevant to the cancer stem cell (CSC) phenotype, including LCSCs. LCSCs were isolated from MHCC-97H and HepG2 cells through flow cytometry. UALCAN data were used to analyze the expression of METTL3 in liver hepatocellular carcinoma (LIHC) tissues. Loss- and gain-of-function experiments were utilized to assess the biological effects of METTL3 and SOCS3 on the proliferation and stemness phenotypes in vitro and in vivo. The mechanisms underlying the impact of METTL3 were explored using qPCR, MeRIP-qPCR, dual-luciferase reporter, and western blot assays. METTL3 was significantly upregulated in LIHC tissues according to the UALCAN database. METTL3 was highly expressed in LIHC and was significantly correlated with individual cancer stage, tumor grade and lymph node metastasis. Patients with low METTL3 expression had a longer overall survival time based on the data from UALCAN. In addition, the level of METTL3 was enhanced in LCSCs and decreased in non-LCSCs compared to HCC cells. Moreover, overexpression of METTL3 stimulated the proliferation and stemness of LCSCs in vitro and in vivo, while loss of METTL3 impeded it. Bioinformatics analysis combined with validation experiments determined that m6A was modified by METTL3-targeting SOCS3 mRNA. METTL3 had side effects regarding the stability of SOCS3 mRNA. SOCS3 overexpression impaired and SOCS3 depletion facilitated the development of LCSCs via the JAK2/STAT3 pathway. Furthermore, METTL3 depletion suppressed proliferation and stemness in LCSCs, which was restored by SOCS3 knockdown or colivelin treatment. We discovered that METTL3 facilitated the stemness and tumorigenicity of LCSCs by modifying SOCS3 mRNA with m6A.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , STAT3 Transcription Factor , Humans , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/pathology , Neoplasm Recurrence, Local/pathology , Signal Transduction/genetics , Neoplastic Stem Cells/pathology , RNA, Messenger/metabolism , Cell Proliferation , Cell Line, Tumor , Methyltransferases/genetics , Methyltransferases/metabolism , Suppressor of Cytokine Signaling 3 Protein/genetics , Suppressor of Cytokine Signaling 3 Protein/metabolism , Janus Kinase 2/genetics , Janus Kinase 2/metabolism
16.
Front Microbiol ; 15: 1459985, 2024.
Article in English | MEDLINE | ID: mdl-39220046

ABSTRACT

[This corrects the article DOI: 10.3389/fmicb.2024.1346251.].

17.
Front Microbiol ; 15: 1346251, 2024.
Article in English | MEDLINE | ID: mdl-38919495

ABSTRACT

Vibrio parahaemolyticus is a food-borne pathogen, which is often isolated from various seafood products. In this study, two kinds of bacteriophages was isolated from the offshore sediments samples. The anti-phage mutant strain were obtained after seventeen rounds of co-culture of Vibrio parahaemolyticus and mixed bacteriophage, multigroup sequencing was carried out on spontaneous the anti-phage mutant strain and the wild-type strain. We used the Sanger sequencing to verify the accuracy of the mutation sites. Biolog GEN III MicroPlates were used to evaluate the metabolic capacity of wild-type strains and the anti-phage mutant strain. In this study, we found that with flaG gene (slight homology to N terminus of multiple flagellins) mutated, making the bacteriophage unable to absorb to the cell surface of the host. And, the growth competitiveness of the anti-phage mutant strain is lower than the wild-type strain. These results indicated that the fitness cost, including loss of the growth competitiveness, constitutes a barrier to the prevalence of these defense mechanisms. And the selection pressure on different anti-phage strategies depends on the trade-off between mortality imposed by bacteriophages and fitness cost of the defense strategy under the given environmental conditions. In conclusion, this study provides valuable insights into the phage-host interaction and phage resistance in Vibrio parahaemolyticus. Our study provided knowledge for the evolutionary adaption of bacteria against the bacteriophage, which could add more information to understand the phage resistance mechanism before applying in the industry.

18.
Ann Ital Chir ; 95(4): 609-620, 2024.
Article in English | MEDLINE | ID: mdl-39186336

ABSTRACT

AIM: Pressure ulcers are a prevalent health concern, often leading to severe complications if not diagnosed and treated promptly. This study introduces the Squeeze-and-Excitation (SE)-Inception model, which integrates SE blocks into the Inception architecture, aiming to enhance classification performance in medical image analysis. METHODS: The performance of the SE-Inception model was compared to the Xception and Inception v4 models. Key performance metrics such as accuracy, Area Under the Curve (AUC), recall, and Harmonic Mean of Precision and Recall (F1 score) were used to evaluate its efficacy. Gradient-weighted Class Activation Mapping (Grad-CAM) heatmaps were utilized to provide interpretable visual evidence consistent with expert annotations. RESULTS: The SE-Inception model demonstrated superior accuracy (93%) and AUC (94%), with high recall and F1 scores, indicating its efficacy in reducing false negatives and improving diagnostic reliability. CONCLUSIONS: Despite the promising outcomes, the study acknowledges the limitation of dataset homogeneity and suggests further validation with diverse datasets for enhanced scalability. The findings support the inclusion of the SE-Inception model in clinical settings to improve diagnostic precision and patient care, particularly in nursing practices for effective pressure ulcer management.


Subject(s)
Pressure Ulcer , Pressure Ulcer/diagnosis , Humans , Reproducibility of Results , Area Under Curve
19.
Heliyon ; 10(2): e24340, 2024 Jan 30.
Article in English | MEDLINE | ID: mdl-38293540

ABSTRACT

In recent years, glucagon-like peptide-1 (GLP-1) has demonstrated considerable potential in the treatment of type 2 diabetes (T2D) and obesity. However, the half-life of naturally occurring GLP-1 is quite short in vivo. Two common strategies employed for half-life extension are the use of the Albumin-binding domain (ABD) and XTEN polypeptide, which operate through different mechanisms. In this study, we designed an innovative GLP-1 receptor agonist with an extended duration of action. This new construct incorporated an albumin binding domain (ABD) and an XTEN sequence (either XTEN144 or XTEN288) as carriers. We referred to these fusion proteins as GLP-ABD-XTEN144 and GLP-ABD-XTEN288. In an E. coli system, the said constructs were efficaciously produced in substantial quantity. It was observed from in vitro studies that the fusion protein GLP-ABD-XTEN144 demonstrated a five times stronger affinity towards human serum albumin (HSA), boasting a binding affinity (Kd) of 5.50 nM. This was in contrast to GLP-ABD-XTEN288, whose Kd value was registered at 27.78 nM. Moreover, GLP-ABD-XTEN144 presented a half-life of 12.9 h in mice, thus exceeding the corresponding value for GLP-ABD-XTEN288, 7.32 h in mice. Both these fusion proteins significantly mitigated non-fasting blood sugar levels and overall food consumption for 48 h subsequent to a one-time injection in mice. Notably, GLP-ABD-XTEN144 exhibited more pronounced hypoglycemic activity and food inhibitory effects than GLP-ABD-XTEN288. The designed GLP-ABD-XTEN144 fusion protein shows promising prospects for clinical application in T2D treatment. Our findings also suggest that ABD and XTEN polypeptides synergistically contribute to half-life extension, further enhancing the pharmacokinetic characteristics of a payload.

20.
Biochem Biophys Rep ; 38: 101695, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38560049

ABSTRACT

Exosomes, also termed extracellular vesicles (EVs), are an important component of the tumor microenvironment (TME) and exert versatile effects on the molecular communications in the TME of hepatocellular carcinoma (HCC). Exosome-mediated intercellular communication is closely associated with the tumorigenesis and development of HCC. Exosomes can be extracted through ultracentrifugation and size exclusion, followed by molecular analysis through sequencing. Increasing studies have confirmed the important roles of exosome-derived ncRNAs in HCC, including tumorigenesis, progression, immune escape, and treatment resistance. Due to the protective membrane structure of exosomes, the ncRNAs carried by exosomes can evade degradation by enzymes in body fluids and maintain good expression stability. Thus, exosome-derived ncRNAs are highly suitable as biomarkers for the diagnosis and prognostic prediction of HCC, such as exosomal miR-21-5p, miR-221-3p and lncRNA-ATB. In addition, substantial studies revealed that the up-or down-regulation of exosome-derived ncRNAs had an important impact on HCC progression and response to treatment. Exosomal biomarkers, such as miR-23a, lncRNA DLX6-AS1, miR-21-5p, lncRNA TUC339, lncRNA HMMR-AS1 and hsa_circ_0004658, can reshape immune microenvironment by regulating M2-type macrophage polarization and then promote HCC development. Therefore, by controlling exosome biogenesis and modulating exosomal ncRNA levels, HCC may be inhibited or eliminated. In this current review, we summarized the recent findings on the role of exosomes in HCC progression and analyzed the relationship between exosome-derived ncRNAs and HCC diagnosis and treatment.

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